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AI暴露度

  • 数据来源: BLS发布时间: 2026-08

    中等· 相对

    低四级相对区间很高

    职业群单位数值

    尺度 · 母数 · 来源

    四级相对类别(低 / 中等 / 高 / 很高)

    以BLS就业预测表中831个细分职业为基数。取值按 NEM(全国就业矩阵)代码给定,因此共用同一 NEM 代码的职业得到相同分档

    来源数据集(XLSX 文件下载)

  • 数据来源: Anthropic发布时间: 2026-03

    0.032

    0.000此处所载数值的范围0.745
    尺度 · 母数 · 来源

    观测暴露度指数,按发布原值0–1

    以O*NET任务映射为基准

    来源数据集

  • 数据来源: ILO发布时间: 2025

    0.14

    0.09此处所载数值的范围0.70

    职业群单位数值

    尺度 · 母数 · 来源

    生成式AI暴露度指数,按发布原值0–1

    ISCO-08职业小类单位 — 共用同一代码的职业取值相同

    本站计算,并非国际劳工组织发布的数值。在本站与 ILO 数据集相连的 1,012 个职业中,达到或高于此值的占 95%。

    来源数据集

该来源发布的是什么性质的数值

BLS的类别是相对排位而非绝对水平,也不是一手测量:它把多项已发表研究给出的职业百分位排名归并为四个等级。它不是就业或工资预测,不是采用概率,也不区分自动化与增强。

Task-level exposure

仅显示有暴露的工作

Values in this tab are predicted labels, not observations. Eloundou et al. (2023) published two rating regimes — human raters and GPT-4 — and the β shown here is derived from the GPT-4 rater basis alone; the same task can take a different value under the other regime. The unit and the meaning differ from the observed shares (%) in the other tabs, so do not place them on the same axis.

TaskβE1 + 0.5 × E2
Maintain knowledge of, comply with, and enforce all institutional policies, rules, procedures, and regulations.

O*NET Task ID 9431

1.0
Complete administrative paperwork or supervise the preparation or maintenance of records, forms, or reports.

O*NET Task ID 9436

1.0
Set up employee work schedules.

O*NET Task ID 9443

1.0
Convey correctional officers' or inmates' complaints to superiors.

O*NET Task ID 9449

1.0
Conduct evaluations of employees' performance.

O*NET Task ID 21196

1.0
Develop work or security procedures.

O*NET Task ID 9442

0.5
Examine incoming or outgoing mail to ensure conformance with regulations.

O*NET Task ID 9448

0.5
Review offender information to identify issues that require special attention.

O*NET Task ID 20255

0.5
Take, receive, or check periodic inmate counts.

O*NET Task ID 9428

0.0
Maintain order, discipline, and security within assigned areas in accordance with relevant rules, regulations, policies, and laws.

O*NET Task ID 9429

0.0
Respond to emergencies, such as escapes.

O*NET Task ID 9430

0.0
Supervise and direct the work of correctional officers to ensure the safe custody, discipline, and welfare of inmates.

O*NET Task ID 9432

0.0
Restrain, secure, or control offenders, using chemical agents, firearms, or other weapons of force as necessary.

O*NET Task ID 9433

0.0
Supervise or perform searches of inmates or their quarters to locate contraband items.

O*NET Task ID 9434

0.0
Monitor behavior of subordinates to ensure alert, courteous, and professional behavior toward inmates, parolees, fellow employees, visitors, and the public.

O*NET Task ID 9435

0.0
Instruct employees or provide on-the-job training.

O*NET Task ID 9437

0.0
Conduct roll calls of correctional officers.

O*NET Task ID 9438

0.0
Supervise activities, such as searches, shakedowns, riot control, or institutional tours.

O*NET Task ID 9439

0.0
Carry injured offenders or employees to safety and provide emergency first aid when necessary.

O*NET Task ID 9440

0.0
Supervise or provide security for offenders performing tasks, such as construction, maintenance, laundry, food service, or other industrial or agricultural operations.

O*NET Task ID 9441

0.0
Resolve problems between inmates.

O*NET Task ID 9444

0.0
Rate behavior of inmates, promoting acceptable attitudes and behaviors to those with low ratings.

O*NET Task ID 9446

0.0
Transfer or transport offenders on foot or by driving vehicles, such as trailers, vans, or buses.

O*NET Task ID 9447

0.0

β = E1 + 0.5 × E2 · E1 = tasks where direct LLM access alone cuts time by at least 50%, E2 = tasks where software built on top of an LLM cuts time by at least 50%. Values take only 0 / 0.5 / 1.0.

Data sources & licenses — O*NET®, Eloundou et al. (2023): see full notices on the Credits page

职业信息